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Books and Theses
- 2010
[b1]Bogdan Nicolae:
BlobSeer: Towards efficient data storage management for large-scale, distributed systems. University of Rennes 1, France, 2010
Journal Articles
- 2021
- [j12]Shu-Mei Tseng, Bogdan Nicolae
, Franck Cappello, Aparna Chandramowlishwaran:
Demystifying asynchronous I/O Interference in HPC applications. Int. J. High Perform. Comput. Appl. 35(4) (2021) - 2019
- [j11]Silvina Caíno-Lores, Jesús Carretero, Bogdan Nicolae, Orcun Yildiz, Tom Peterka:
Toward High-Performance Computing and Big Data Analytics Convergence: The Case of Spark-DIY. IEEE Access 7: 156929-156955 (2019) - 2018
- [j10]Francisco J. Clemente-Castelló, Bogdan Nicolae, Rafael Mayo, Juan Carlos Fernández:
Performance Model of MapReduce Iterative Applications for Hybrid Cloud Bursting. IEEE Trans. Parallel Distributed Syst. 29(8): 1794-1807 (2018) - 2017
- [j9]Bogdan Nicolae, Carlos H. A. Costa, Claudia Misale, Kostas Katrinis, Yoonho Park:
Leveraging Adaptive I/O to Optimize Collective Data Shuffling Patterns for Big Data Analytics. IEEE Trans. Parallel Distributed Syst. 28(6): 1663-1674 (2017) - 2016
- [j8]Bogdan Nicolae, Andrzej Kochut, Alexei A. Karve:
Towards scalable on-demand collective data access in IaaS clouds: An adaptive collaborative content exchange proposal. J. Parallel Distributed Comput. 87: 67-79 (2016) - [j7]Kate Keahey, Ioan Raicu, Kyle Chard, Bogdan Nicolae:
Guest Editors Introduction: Special Issue on Scientific Cloud Computing. IEEE Trans. Cloud Comput. 4(1): 4-5 (2016) - 2015
- [j6]Bogdan Nicolae, Pierre Riteau, Kate Keahey:
Towards Transparent Throughput Elasticity for IaaS Cloud Storage: Exploring the Benefits of Adaptive Block-Level Caching. Int. J. Distributed Syst. Technol. 6(4): 21-44 (2015) - 2013
- [j5]Gabriel Antoniu, Alexandru Costan, Julien Bigot, Frédéric Desprez, Gilles Fedak, Sylvain Gault, Christian Pérez, Anthony Simonet, Bing Tang, Christophe Blanchet, Raphael Terreux, Luc Bougé, François Briant, Franck Cappello, Kate Keahey, Bogdan Nicolae, Frédéric Suter:
Scalable data management for map-reduce-based data-intensive applications: a view for cloud and hybrid infrastructures. Int. J. Cloud Comput. 2(2/3): 150-170 (2013) - [j4]Bogdan Nicolae, Franck Cappello:
BlobCR: Virtual disk based checkpoint-restart for HPC applications on IaaS clouds. J. Parallel Distributed Comput. 73(5): 698-711 (2013) - 2012
- [j3]Viet-Trung Tran, Bogdan Nicolae, Gabriel Antoniu:
Towards scalable array-oriented active storage: the pyramid approach. ACM SIGOPS Oper. Syst. Rev. 46(1): 19-25 (2012) - 2011
- [j2]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé, Diana Moise, Alexandra Carpen-Amarie:
BlobSeer: Next-generation data management for large scale infrastructures. J. Parallel Distributed Comput. 71(2): 169-184 (2011) - [j1]Bogdan Nicolae:
On the Benefits of Transparent Compression for Cost-Effective Cloud Data Storage. Trans. Large Scale Data Knowl. Centered Syst. 3: 167-184 (2011)
Conference and Workshop Papers
- 2023
- [c67]Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae:
GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. HPDC 2023: 73-85 - [c66]Nigel Tan, Jakob Lüttgau, Jack Marquez, Keita Teranishi, Nicolas Morales, Sanjukta Bhowmick, Franck Cappello, Michela Taufer, Bogdan Nicolae:
Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication. ICPP 2023: 665-674 - [c65]Meghana Madhyastha, Robert Underwood, Randal C. Burns, Bogdan Nicolae:
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. ICS 2023: 133-143 - [c64]Tom Peterka, Dmitriy Morozov, Arnur Nigmetov, Orcun Yildiz, Bogdan Nicolae, Philip E. Davis:
LowFive: In Situ Data Transport for High-Performance Workflows. IPDPS 2023: 985-995 - 2022
- [c63]Bogdan Nicolae, Tanner Hobson, Orcun Yildiz, Tom Peterka, Dmitriy Morozov:
Towards Low-Overhead Resilience for Data Parallel Deep Learning. CCGRID 2022: 336-345 - [c62]Matthew Whitlock, Nicolas Morales, George Bosilca, Aurelien Bouteiller, Bogdan Nicolae, Keita Teranishi, Elisabeth Giem, Vivek Sarkar:
Integrating process, control-flow, and data resiliency layers using a hybrid Fenix/Kokkos approach. CLUSTER 2022: 418-428 - [c61]Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello:
Towards Efficient Cache Allocation for High-Frequency Checkpointing. HIPC 2022: 262-271 - [c60]Alexandru Costan, Bogdan Nicolae, Kento Sato:
FlexScience'22: 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures. HPDC 2022: 287 - [c59]Jie Liu, Bogdan Nicolae, Dong Li:
Lobster: Load Balance-Aware I/O for Distributed DNN Training. ICPP 2022: 26:1-26:11 - [c58]Bogdan Nicolae:
Scalable Multi-Versioning Ordered Key-Value Stores with Persistent Memory Support. IPDPS 2022: 93-103 - [c57]Ishan Abhinit, Emily K. Adams, Khairul Alam, Brian Chase, Ewa Deelman, Lev Gorenstein, Stephen Hudson, Tanzima Z. Islam, Jeffrey Larson, Geoffrey Lentner, Anirban Mandal, John-Luke Navarro, Bogdan Nicolae, Line Pouchard, Robert B. Ross, Banani Roy, Mats Rynge, Alexander Serebrenik, Karan Vahi, Stefan M. Wild, Yufeng Xin, Rafael Ferreira da Silva, Rosa Filgueira:
Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. WORKS@SC 2022: 84-92 - 2021
- [c56]Tanner Hobson, Orcun Yildiz, Bogdan Nicolae, Jian Huang, Tom Peterka:
Shared-Memory Communication for Containerized Workflows. CCGRID 2021: 123-132 - [c55]Hongyuan Liu, Bogdan Nicolae, Sheng Di, Franck Cappello, Adwait Jog:
Accelerating DNN Architecture Search at Scale Using Selective Weight Transfer. CLUSTER 2021: 82-93 - [c54]Ovidiu-Cristian Marcu, Alexandru Costan, Bogdan Nicolae, Gabriel Antoniu:
Virtual Log-Structured Storage for High-Performance Streaming. CLUSTER 2021: 135-145 - [c53]Nicolas Morales, Keita Teranishi, Bogdan Nicolae, Christian Trott, Franck Cappello:
Towards High Performance Resilience Using Performance Portable Abstractions. Euro-Par 2021: 451-465 - [c52]Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello:
Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing. MASCOTS 2021: 1-8 - [c51]Tekin Bicer, Xiaodong Yu, Daniel J. Ching, Ryan Chard, Mathew J. Cherukara, Bogdan Nicolae, Rajkumar Kettimuthu, Ian T. Foster:
High-Performance Ptychographic Reconstruction with Federated Facilities. SMC 2021: 173-189 - [c50]Justin M. Wozniak, Zhengchun Liu, Rafael Vescovi, Ryan Chard, Bogdan Nicolae, Ian T. Foster:
Braid-DB: Toward AI-Driven Science with Machine Learning Provenance. SMC 2021: 247-261 - [c49]Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka:
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows. WORKS 2021: 25-32 - 2020
- [c48]Bogdan Nicolae, Jiali Li, Justin M. Wozniak, George Bosilca, Matthieu Dorier, Franck Cappello:
DeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning Models. CCGRID 2020: 172-181 - [c47]Bogdan Nicolae, Justin M. Wozniak, Matthieu Dorier, Franck Cappello:
DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training. CLUSTER 2020: 226-236 - [c46]Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique:
CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters. DS-RT 2020: 1-8 - [c45]Tonmoy Dey, Kento Sato, Bogdan Nicolae, Jian Guo, Jens Domke, Weikuan Yu, Franck Cappello, Kathryn M. Mohror:
Optimizing Asynchronous Multi-Level Checkpoint/Restart Configurations with Machine Learning. IPDPS Workshops 2020: 1036-1043 - [c44]Justin M. Wozniak, Hyun Seung Yoo, Jamaludin Mohd-Yusof, Bogdan Nicolae, Nicholson T. Collier, Jonathan Ozik, Thomas S. Brettin, Rick Stevens:
High-bypass Learning: Automated Detection of Tumor Cells That Significantly Impact Drug Response. MLHPC/AI4S@SC 2020: 40-49 - [c43]Bogdan Nicolae:
DataStates: Towards Lightweight Data Models for Deep Learning. SMC 2020: 117-129 - 2019
- [c42]Xin Liang, Sheng Di, Dingwen Tao, Sihuan Li, Bogdan Nicolae, Zizhong Chen, Franck Cappello:
Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation. CLUSTER 2019: 1-11 - [c41]Shu-Mei Tseng, Bogdan Nicolae, George Bosilca, Emmanuel Jeannot, Aparna Chandramowlishwaran, Franck Cappello:
Towards Portable Online Prediction of Network Utilization Using MPI-Level Monitoring. Euro-Par 2019: 47-60 - [c40]Bogdan Nicolae:
Session details: Session 1: Converged Computing Infrastructures. ScienceCloud@HPDC 2019 - [c39]Bogdan Nicolae, Adam Moody, Elsa Gonsiorowski, Kathryn M. Mohror, Franck Cappello:
VeloC: Towards High Performance Adaptive Asynchronous Checkpointing at Large Scale. IPDPS 2019: 911-920 - [c38]Jiali Li, Bogdan Nicolae, Justin M. Wozniak, George Bosilca:
Understanding Scalability and Fine-Grain Parallelism of Synchronous Data Parallel Training. MLHPC@SC 2019: 1-8 - [c37]Xin Liang, Sheng Di, Sihuan Li, Dingwen Tao, Bogdan Nicolae, Zizhong Chen, Franck Cappello:
Significantly improving lossy compression quality based on an optimized hybrid prediction model. SC 2019: 33:1-33:26 - 2018
- [c36]Silvina Caíno-Lores, Jesús Carretero, Bogdan Nicolae, Orcun Yildiz, Tom Peterka:
Spark-DIY: A Framework for Interoperable Spark Operations with High Performance Block-Based Data Models. BDCAT 2018: 1-10 - [c35]Ovidiu-Cristian Marcu, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández, Bogdan Nicolae, Radu Tudoran, Stefano Bortoli:
KerA: Scalable Data Ingestion for Stream Processing. ICDCS 2018: 1480-1485 - 2017
- [c34]Ovidiu-Cristian Marcu, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández, Radu Tudoran, Stefano Bortoli, Bogdan Nicolae:
Towards a unified storage and ingestion architecture for stream processing. IEEE BigData 2017: 2402-2407 - [c33]Francisco J. Clemente-Castelló, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández:
Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce. CCGrid 2017: 181-185 - [c32]Ovidiu-Cristian Marcu, Radu Tudoran, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández:
Exploring Shared State in Key-Value Store for Window-Based Multi-Pattern Streaming Analytics. CCGrid 2017: 1044-1052 - 2016
- [c31]Francisco J. Clemente-Castelló, Bogdan Nicolae, Rafael Mayo, Juan Carlos Fernández, M. Mustafa Rafique:
On exploiting data locality for iterative mapreduce applications in hybrid clouds. BDCAT 2016: 118-122 - [c30]Bogdan Nicolae, Carlos H. A. Costa, Claudia Misale, Kostas Katrinis, Yoonho Park:
Towards Memory-Optimized Data Shuffling Patterns for Big Data Analytics. CCGrid 2016: 409-412 - [c29]Radu Tudoran, Bogdan Nicolae, Götz Brasche:
Data Multiverse: The Uncertainty Challenge of Future Big Data Analytics. International KEYSTONE Conference 2016: 17-22 - 2015
- [c28]Bogdan Nicolae, Andrzej Kochut, Alexei A. Karve:
Discovering and Leveraging Content Similarity to Optimize Collective on-Demand Data Access to IaaS Cloud Storage. CCGRID 2015: 211-220 - [c27]Bogdan Nicolae:
Techniques to improve the scalability of collective checkpointing at large scale. HPCS 2015: 660-661 - [c26]Andrzej Kochut, Alexei A. Karve, Bogdan Nicolae:
Towards efficient on-demand VM provisioning: Study of VM runtime I/O access patterns to shared image content. IM 2015: 321-329 - [c25]Bogdan Nicolae:
Leveraging Naturally Distributed Data Redundancy to Reduce Collective I/O Replication Overhead. IPDPS 2015: 1023-1032 - [c24]Francisco J. Clemente-Castelló, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández, Daniela Loreti:
Enabling Big Data Analytics in the Hybrid Cloud Using Iterative MapReduce. UCC 2015: 290-299 - 2014
- [c23]Dana Petcu, Horacio González-Vélez, Bogdan Nicolae, Juan Miguel García-Gómez, Elies Fuster-García, Craig Sheridan:
Next Generation HPC Clouds: A View for Large-Scale Scientific and Data-Intensive Applications. Euro-Par Workshops (2) 2014: 26-37 - [c22]Bogdan Nicolae, Pierre Riteau, Kate Keahey:
Bursting the Cloud Data Bubble: Towards Transparent Storage Elasticity in IaaS Clouds. IPDPS 2014: 135-144 - [c21]Stefan Ene, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu:
To overlap or not to overlap: optimizing incremental MapReduce computations for on-demand data upload. DataCloud@SC 2014: 9-16 - [c20]Bogdan Nicolae, Pierre Riteau, Kate Keahey:
Transparent Throughput Elasticity for IaaS Cloud Storage Using Guest-Side Block-Level Caching. UCC 2014: 186-195 - 2013
- [c19]Bogdan Nicolae:
Understanding Vertical Scalability of I/O Virtualization for MapReduce Workloads: Challenges and Opportunities. Euro-Par Workshops 2013: 3-12 - [c18]Bogdan Nicolae, M. Mustafa Rafique:
Leveraging Collaborative Content Exchange for On-Demand VM Multi-deployments in IaaS Clouds. Euro-Par 2013: 305-316 - [c17]Bogdan Nicolae, Franck Cappello:
AI-Ckpt: leveraging memory access patterns for adaptive asynchronous incremental checkpointing. HPDC 2013: 155-166 - [c16]Bogdan Nicolae:
Towards Scalable Checkpoint Restart: A Collective Inline Memory Contents Deduplication Proposal. IPDPS 2013: 19-28 - 2012
- [c15]Leonardo Arturo Bautista-Gomez, Bogdan Nicolae, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka:
Scalable Reed-Solomon-Based Reliable Local Storage for HPC Applications on IaaS Clouds. Euro-Par 2012: 313-324 - [c14]Bogdan Nicolae, Franck Cappello:
A hybrid local storage transfer scheme for live migration of I/O intensive workloads. HPDC 2012: 85-96 - 2011
- [c13]Viet-Trung Tran, Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Efficient Support for MPI-I/O Atomicity Based on Versioning. CCGRID 2011: 514-523 - [c12]Bogdan Nicolae, Franck Cappello, Gabriel Antoniu:
Optimizing Multi-deployment on Clouds by Means of Self-adaptive Prefetching. Euro-Par (1) 2011: 503-513 - [c11]Bogdan Nicolae, John Bresnahan, Kate Keahey, Gabriel Antoniu:
Going back and forth: efficient multideployment and multisnapshotting on clouds. HPDC 2011: 147-158 - [c10]Bogdan Nicolae, Franck Cappello:
BlobCR: efficient checkpoint-restart for HPC applications on IaaS clouds using virtual disk image snapshots. SC 2011: 34:1-34:12 - 2010
- [c9]Jesús Montes, Bogdan Nicolae, Gabriel Antoniu, Alberto Sánchez, María S. Pérez:
Using Global Behavior Modeling to Improve QoS in Cloud Data Storage Services. CloudCom 2010: 304-311 - [c8]Bogdan Nicolae:
High Throughput Data-Compression for Cloud Storage. Globe 2010: 1-12 - [c7]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
BlobSeer: Efficient data management for data-intensive applications distributed at large-scale. IPDPS Workshops 2010: 1-4 - [c6]Bogdan Nicolae, Diana Moise, Gabriel Antoniu, Luc Bougé, Matthieu Dorier:
BlobSeer: Bringing high throughput under heavy concurrency to Hadoop Map-Reduce applications. IPDPS 2010: 1-11 - 2009
- [c5]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
BlobSeer: how to enable efficient versioning for large object storage under heavy access concurrency. EDBT/ICDT Workshops 2009: 18-25 - [c4]Viet-Trung Tran, Gabriel Antoniu, Bogdan Nicolae, Luc Bougé, Osamu Tatebe:
Towards a Grid File System Based on a Large-Scale BLOB Management Service. CoreGRID@Euro-Par 2009: 7-19 - [c3]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Enabling High Data Throughput in Desktop Grids through Decentralized Data and Metadata Management: The BlobSeer Approach. Euro-Par 2009: 404-416 - 2008
- [c2]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Enabling lock-free concurrent fine-grain access to massive distributed data: Application to supernovae detection. CLUSTER 2008: 310-315 - [c1]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Distributed Management of Massive Data: An Efficient Fine-Grain Data Access Scheme. VECPAR 2008: 532-543
Editorship
- 2019
- [e5]Bogdan Nicolae, Alexandru Costan, Dmitry Duplyakin, Ana Gainaru, Alexandru Uta, Carlos Costa:
Proceedings of the 10th Workshop on Scientific Cloud Computing, ScienceCloud@HPDC 2019, Phoenix, AZ, USA, June 25, 2019. ACM 2019, ISBN 978-1-4503-6758-5 [contents] - 2018
- [e4]Alexandru Costan, Bogdan Nicolae, Dmitry Duplyakin, Gerald F. Lofstead II, Jai Dayal:
Proceedings of the 9th Workshop on Scientific Cloud Computing, ScienceCloud@HPDC 2018, Tempe, AZ, USA, June 11, 2018. ACM 2018, ISBN 978-1-4503-5863-7 [contents] - 2016
- [e3]Kyle Chard, Alexandru Costan, Bogdan Nicolae, Dongfang Zhao:
Proceedings of the ACM 7th Workshop on Scientific Cloud Computing, ScienceCloud@HPDC 2016, Kyoto, Japan, June 1, 2016. ACM 2016, ISBN 978-1-4503-4353-4 [contents] - 2015
- [e2]Kyle Chard, Alexandru Costan, Bogdan Nicolae, Lavanya Ramakrishnan:
Proceedings of the 6th Workshop on Scientific Cloud Computing, ScienceCloud 2015, Portland, Oregon, USA, June 16, 2015. ACM 2015, ISBN 978-1-4503-3570-6 [contents] - 2014
- [e1]Ioan Raicu, Kate Keahey, Kyle Chard, Bogdan Nicolae:
ScienceCloud'14, Proceedings of the 2014 ACM HPDC International Workshop on Scientific Cloud Computing, Vancouver, BC, Canada, June 23-27, 2014. ACM 2014, ISBN 978-1-4503-2911-8 [contents]
Informal and Other Publications
- 2021
- [i6]Bogdan Nicolae, Adam Moody, Gregory Kosinovsky, Kathryn M. Mohror, Franck Cappello:
VELOC: VEry Low Overhead Checkpointing in the Age of Exascale. CoRR abs/2103.02131 (2021) - [i5]Tekin Bicer, Xiaodong Yu, Daniel J. Ching, Ryan Chard, Mathew J. Cherukara, Bogdan Nicolae, Rajkumar Kettimuthu, Ian T. Foster:
High-Performance Ptychographic Reconstruction with Federated Facilities. CoRR abs/2111.11330 (2021) - [i4]Mikaila J. Gossman, Bogdan Nicolae, Jon C. Calhoun, Franck Cappello, Melissa C. Smith:
Towards Aggregated Asynchronous Checkpointing. CoRR abs/2112.02289 (2021) - 2009
- [i3]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
BlobSeer: How to Enable Efficient Versioning for Large Object Storage under Heavy Access Concurrency. CoRR abs/0905.1113 (2009) - 2008
- [i2]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Enabling Lock-Free Concurrent Fine-Grain Access to Massive Distributed Data: Application to Supernovae Detection. CoRR abs/0810.2226 (2008) - [i1]Bogdan Nicolae, Gabriel Antoniu, Luc Bougé:
Distributed Management of Massive Data: an Efficient Fine-Grain Data Access Scheme. CoRR abs/0810.2227 (2008)
Coauthor Index
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